• Title/Summary/Keyword: HTTP server

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Machine Learning-based Detection of HTTP DoS Attacks for Cloud Web Applications (머신러닝 기반 클라우드 웹 애플리케이션 HTTP DoS 공격 탐지)

  • Jae Han Cho;Jae Min Park;Tae Hyeop Kim;Seung Wook Lee;Jiyeon Kim
    • Smart Media Journal
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    • v.12 no.2
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    • pp.66-75
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    • 2023
  • Recently, the number of cloud web applications is increasing owing to the accelerated migration of enterprises and public sector information systems to the cloud. Traditional network attacks on cloud web applications are characterized by Denial of Service (DoS) attacks, which consume network resources with a large number of packets. However, HTTP DoS attacks, which consume application resources, are also increasing recently; as such, developing security technologies to prevent them is necessary. In particular, since low-bandwidth HTTP DoS attacks do not consume network resources, they are difficult to identify using traditional security solutions that monitor network metrics. In this paper, we propose a new detection model for detecting HTTP DoS attacks on cloud web applications by collecting the application metrics of web servers and learning them using machine learning. We collected 18 types of application metrics from an Apache web server and used five machine learning and two deep learning models to train the collected data. Further, we confirmed the superiority of the application metrics-based machine learning model by collecting and training 6 additional network metrics and comparing their performance with the proposed models. Among HTTP DoS attacks, we injected the RUDY and HULK attacks, which are low- and high-bandwidth attacks, respectively. As a result of detecting these two attacks using the proposed model, we found out that the F1 scores of the application metrics-based machine learning model were about 0.3 and 0.1 higher than that of the network metrics-based model, respectively.

An Embedded Linux Web Server for Remote Monitoring & Controlling the Internet Appliance (인터넷 가전의 원격 감시 및 제어를 위한 임베디드 리눅스 웹 서버)

  • Rim Seong-Rak
    • Journal of Information Technology Applications and Management
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    • v.12 no.4
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    • pp.123-131
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    • 2005
  • Since most of the conventional web servers have been designed to Provide the general purpose and user's convenience as the primary goal, there is an overhead to apply them to the embedded system for remote monitoring and controlling the operation status of the Internet appliance. To cope with this overhead, an embedded Linux web server Is suggested in this paper The basic concept is to provide miniaturization and extendability by simplifying the requirements of web server as the services to the requests of web document for the user's menu and the execution of CGI Program for monitoring and controling the Internet appliance, and satisfying only the indispensable requirements of HTTP which are necessary for the interface with the conventional web browsers. For the evaluation of its feasibility, each module has been implemented on Linux environment, and tested with the MS Explorer 6.0.

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Implemantation of Micro-Web Server Using ARM Processor and Linux (ARM 프로세서와 LINUX를 이용한 마이크로 웹서버 구현)

  • Lee, Dong-Hoon;Han, Kyong-Ho
    • Proceedings of the KIPE Conference
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    • 2002.07a
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    • pp.697-700
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    • 2002
  • In this paper, we proposed the micro web-server Implementation on Strong ARM processor with embedded Linux. The parallel port connecting parallel I/O is controlled via HPPT protocol and web browser program. HTTP protocol is ported into Linux and the micro web server program and port control program are installed on-board memory using CGI to be accessed by web browser, such as Internet Explore and Netscape. 8bit LED and DIP switches are connected to the processor port and the switch input status is monitored and the LED output is controlled from remote hosts vie internet. The result of the proposed embedded micro-web server can be used in automation systems, remote distributed control via internet using web browser.

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Traffic Balance using SNMP for Multimedia Service (TBSMS) Architecture

  • Lim, Seock-Kuen;Lee, Hyun-Pyo;Lee, Jae-Yong;Lee, Kyun-Ha
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04a
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    • pp.394-396
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    • 2000
  • Currently, lots of research s going on in the field of the load distribution within HTTP. RR-DNS and SWEB are the most representative load distribution research. But, there are still many problems: unbalancing of load, load increase of web server and cost increase. Also, clients that require lots of data like multimedia happens to increase network load. To solve these, research about client/agent/server architecture is going on. But, the clients must know the agent's address and there are complexity and migration problems for design of such as protocol. This paper proposes TBSMS that is capable of choosing the optimal server considering the service capacity of the server as well as the network load. This paper demonstrates that TBSMS uses the web to solve the problem that client must know the agent's address and uses SNMP to solve the complexity and migration problem.

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Design and Implementation of a Forwarding Server for Using the Logical URL (논리적 URL 사용을 위한 포워딩 서버의 설계 및 구현)

  • 양희재
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.2
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    • pp.239-249
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    • 2003
  • A lot many WWW sites are come into the world more and more as Web is considered as the unified Internet information tool. The location of each site or resource is usually specified by a physical URL, which is often too long to remember and tends to raise difficulty to show the aim of the site intuitively by seeing it. Since any person or organization can get his/her own domain name easily, it is more desirable to use a logical URL with the domain name which can be chosen more compact to remember and meaningful to represent the ultimate intention of the site. This paper presents an implementation of a URL forwarding server which forwards a URL to another, so that a WWW site can use a logical URL instead of a physical one. The server consists of a domain mapper which uses the redirection transaction of the HTTP protocol, and a name server based on the HIND. The paper shows how the interaction between the domain mapper and the name sever can make forwarding possible and describes its implementation in detail. Experimental results shows that the overhead incurred by URL forwarding is negligible compared to the typical delay of current Internet traffic condition.

Supporting Effective Open Workspaces Based on WebDAV (WebDAV 기반의 효과적인 공개 작업장 지원)

  • Park Hee-Jong;Kim Dong-Ho;Ahn Geon-Tae;Lee Myung-Joon
    • The KIPS Transactions:PartC
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    • v.13C no.2 s.105
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    • pp.249-258
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    • 2006
  • WebDAV is an IETF standard protocol, which is an extended version of HTTP 1.1, supporting asynchronous collaborative authoring of various contents on the web. Recently, to precisely control access to the resources on a WebDAY server, the WebDAV Access Control Protocol was published. This protocol helps developers to implement advanced server functionalities in a convenient way by providing various control methods to the resources on the WebDAV server. Based on the WebDAV access control protocol, we developed Open Workspaces, which systematically support exchanging and sharing data for general visitors. An Open Workspace can be supplied as a Download-Only Open Workspace, an Upload-Only Open Workspace, or an Upload-Download Open Workspace. Any registered user can create these workspaces without bothering the system administrator. To support the Open Workspaces, we extended the Slide WebDAV server and the DAVExplorer WebDAV client, which are being used popularly.

A Study on Home's Emergency Monitoring System Using Embedded System (임베디드 시스템을 이용한 가택의 긴급상황 감시 시스템에 대한 연구)

  • 최재우;양승현;노방현;황희융
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.5 no.1
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    • pp.60-64
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    • 2004
  • In this paper, we implemented a real-time remote home monitoring system which we have ported the Linux OS and HTTP(Hypertext Transfer Protocol) web server. The GoAhead web server was ported using by ARM cross compiler. And then we used the analog to digital converter ADC0809 for sensing the vii able input signal at widely separated home. We have implemented linux device driver for ADC(Analog to Digital Convertor) and CGI-C(Common Gateway Interface - C language) application program using Client pull method for monitoring real-time changing data. The factor of monitoring is temperature, intensity of illumination and gas's existence. And this system has ability which check the status of out door and gas valve. We have designed the embedded web server system for home emergency monitoring in low cost.

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Research on a New Approach to Enhance IoT Security Using Blockchain Technology (블록체인 기술을 이용하여 IoT 보안 강화를 위한 새로운 접근방법 연구)

  • Hong, Sunghyuck
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.235-241
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    • 2019
  • The structure of the IoT can be divided into devices, gateways, and servers. First, the gateway collects data from the device, and the gateway sends data to the server through HTTP protocol, Websocket protocol, and MQTT protocol. The processing server then processes, analyzes, and transforms the data, and the database makes it easy to store and use this data. These IoT services are basically centralized structures with servers, so attacks on the entire platform are concentrated only on the central server, which makes hacking more successful than distributed structures. One way to solve this problem is to develop IoT that combines blockchain. Therefore, the proposed research suggests that the blockchain is a distributed structure, in which blocks containing small data are connected in a chain form, so that each node agrees and verifies the data with each other, thereby increasing reliability and lowering the probability of data forgery.

Design and Implementation of XCAP Server (XCAP 서버 기능 설계 및 구현)

  • Hyun, Wook;Park, Sun-Ok;Lee, Il-Jin;Kang, Shin-Gak
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.2
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    • pp.571-574
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    • 2005
  • XCAP(XML Configuration Access Protocol) which has been proposed in IETF is based on both XML and HTTP protocol. XCAP server maintains user's configuration information for specific application which is described by XML. This protocol can be applied to many application servers for adapting user's preferences. There can be many way to interwork with other application servers. In this paper, we will talk about the experience of designing and implementation of XCAP server and the way of interwork with application servers.

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Implementation of Dialog Server using SIP and VoiceXML (SIP와 VoiceXML을 이용한 다이얼로그 서버의 구현)

  • 김재철;이명근;이상정
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10e
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    • pp.412-414
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    • 2002
  • 본 논문에서는 PSTN망을 사용하는 일반전화기 사용자와 인터넷 전화 등이 접근할 수 있는 다이얼로그서버를 구현한다. 개발되는 다이얼로그서버는 VoiceXML로 작성된 서비스 컨텐츠를 사용하고, 이를 HTTP를 통하여 가져오며, DTMF 등의 사용자 입력을 받아서 미리 저장된 음성 데이터나 TTS 컴포넌트 등을 통한 음성정보 서비스를 제공한다.

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